Exercise assisting apparatus, exercise assisting method, and recording medium for decision making
AssigneeNEC Corporation
InventorsMakoto Yasukawa, Kosuke Nishihara, Yuji Ohno
Life of this patent
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Abstract
An exercise assisting apparatus 1 includes: a division unit 312 configured to divide sample motion information 3231 indicating motions of a sample person doing exercise into a plurality of pieces of motion element information 3235, according to regularity of the motions of the sample person; and a generation unit 314 configured to generate an inference model by causing a pre-trained model 322 to learn time-series antecedent dependency of the plurality of pieces of motion element information, the inference model inferring motions of a target person, based on target motion information 3211 indicating the motions of the target person doing exercise.
Claims12
An exercise assisting apparatus comprising:
- a non-transitory computer readable recording medium;
- and
- a computation apparatus configured to executed a computer program on the non-transitory computer readable recording medium to:
- divide sample motion information indicating motions of a sample person doing exercise into a plurality of pieces of motion element information, according to regularity of the motions of the sample person;
- generate an inference model by causing a pre-trained model to learn time-series antecedent dependency of the plurality of pieces of motion element information by machine learning, the inference model inferring motions of a target person, based on target motion information indicating the motions of the target person doing exercise;
- acquire one or more images of the target person who is repeating same exercise from an image pickup apparatus;
- divide motions of the target person in the acquired one or more images into a plurality of pieces of motion element information;
- infer a difference between the motions of the target person and exemplary motions by processing the inference model based on the plurality of pieces of motion element information;
- and
- display the inferred difference in a superimposed manner on an image in which the target person appears.
An exercise assisting apparatus comprising:
- at least one memory configured to store instructions;
- and
- at computation apparatus is configured to execute the computer program to:
- acquire an inference model capable of inferring motions of a target person from target motion information indicating the motions of the target person doing exercise;
- and
- infer the motions of the target person by using the inference model and the target motion information,
- wherein the inference model is a model generated by dividing sample motion information indicating motions of a sample person doing exercise into a plurality of pieces of motion element information, according to a flow of changes in motion of the sample person, and by causing a pre-trained model to learn time-series antecedent dependency of the plurality of pieces of motion element information.
An exercise assisting method comprising:
- dividing sample motion information indicating motions of a sample person doing exercise into a plurality of pieces of motion element information, according to regularity of the motions of the sample person;
- and
- generating an inference model by causing a pre-trained model to learn time-series antecedent dependency of the plurality of pieces of motion element information, the inference model inferring motions of a target person, based on target motion information indicating the motions of the target person doing exercise.
Dependencies are inferred from the claim text.